Collection Data Strategist

4 days ago


mumbai, India beBeeModeling Full time

The role involves analyzing and modeling collections data to drive recovery rates and reduce delinquencies.Key Responsibilities:Develop and optimize scorecards and early warning models to predict delinquency and optimize recovery efforts.Perform vintage and roll-rate analyses, flow rate tracking, and lag-based recovery modelling.Design segmentation strategies for bucket-wise, geography-wise, and product-wise collections.Partner with operations to run champion–challenger strategies and A/B tests to optimize field and digital collections.Build dashboards to track collection KPIs, including DPD movement, cure rates, and agency performance.Required Skills:Strong proficiency in SQL, Python, and Excel for data analysis and automation.Experience with statistical modeling, logistic regression, and machine learning techniques for risk prediction.Hands-on with BI tools (Power BI / Tableau / Looker) for visual analytics.Understanding of collection operations workflows, dialler strategies, and agency management KPIs.


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